Automation library · AI assistants

AI Email Teaching Assistant with RAG and Intent Classification

Started by an arriving email, and works across Gmail and Pinecone. It puts OpenRouter behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 9 steps: a working afternoon to understand properly.

MediumCalls a model: OpenRouterRetrieval

9 stepsMedium: a working afternoon
0Branches: places the flow splits
0Loops or waits
2Services it connects to

The flow

Starts it 1Model 6Logic 1Service 1

The steps in the order they run, from what starts it.

  1. 1Gmail TriggerGmail triggerStarts it
  2. 2OpenRouter Chat ModelLm Chat Open RouterModel
  3. 3OpenRouter Chat Model1Lm Chat Open RouterModel
  4. 4Embeddings HuggingFace InferenceEmbeddings Hugging Face InferenceModel
  5. 5Text ClassifierText ClassifierModel
  6. 6AI AgentAgentModel
  7. 7Pinecone Vector StoreVector Store PineconeModel
  8. 8No Operation, do nothingNo OpLogic
  9. 9GmailGmailService

How it's built

Starts on
An arriving email
Steps
9
Size
Medium: a working afternoon
Connects to
Gmail, Pinecone
Model
OpenRouter
Retrieval
Answers are drawn from documents you supply, not from the model alone

Questions

What does it need to run?

An n8n account, plus your own Gmail and Pinecone accounts, and a key for OpenRouter. You connect your own accounts after importing it; none are included.

What starts it?

It starts on an arriving email.

Does it use AI?

Yes. It calls OpenRouter. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 9 steps is enough that you should read each one before running it.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

Before you run it

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 9 steps before you point it at anything that matters.